Data Quality Evolution™: Turning Legacy TDM Costs into AI Investment Capital

by admin on Jun 19, 2026

As organizations increase investments in AI, automation, and digital transformation, technology leaders are looking for ways to redirect spending from legacy infrastructure to innovation. Test Data Management (TDM) is increasingly part of that discussion.

Many legacy TDM environments rely on production-data-dependent architectures that drive unnecessary cost, complexity, and compliance risk. As databases grow and regulatory requirements increase, these environments become more expensive to maintain and less aligned with modern software delivery.

As a result, organizations are modernizing test data operations to reduce costs, improve quality, strengthen privacy, and free budget for AI initiatives.

GenRocket Data Quality Evolution


GenRocket refers to this journey as Data Quality Evolution™-a transformational strategy for reducing production-data dependency, lowering the cost of data provisioning, and accelerating the journey to the Synthetic Enterprise™.

The best way to explore the opportunity is to attend our upcoming executive webinar, Data Quality Evolution™: How to Reduce Legacy TDM Costs by 50-75% While Building the Foundation for AI, presented by GenRocket Co-Founder and CEO Garth Rose. You’ll learn how leading organizations are replacing costly legacy TDM platforms, reducing production-data dependency, and creating a practical roadmap toward the Synthetic Enterprise™.

Attendees can also access the accompanying modernization analysis and TDM Cost Savings Calculator to evaluate their own potential savings.

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See how GenRocket can solve your toughest test data challenge with quality synthetic data by-design and on-demand